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Os12g0514400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Potyvirus VPg interacting protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = radiation,
response mode = > th, dose dependency = dose independent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14.75 | 0.18 | 13 | 0.658 | 0.618 | -1.33 | 1.05 | -0.972 | 0.346 | 19 | 1.5 | 725 | -- | -- |
15.05 | 0.181 | 13 | 0.656 | 0.619 | -1.35 | 0.419 | -- | 0.351 | 19.2 | 1.63 | 734 | -- | -- |
15.4 | 0.183 | 13 | 0.673 | 0.589 | -1.31 | -- | 0.267 | 0.363 | 19.3 | 1.81 | 737 | -- | -- |
15.15 | 0.181 | 13 | 0.662 | 0.511 | -1.2 | -- | -- | 0.359 | 20.4 | 1.87 | 786 | -- | -- |
17.33 | 0.194 | 13 | 0.728 | -- | -0.583 | -- | 0.0941 | 0.394 | -- | 10.01 | 504 | -- | -- |
18.69 | 0.203 | 13 | 0.595 | 0.506 | -- | 0.11 | -- | 0.302 | 4.15 | -- | -- | -- | -- |
18.72 | 0.203 | 13 | 0.594 | 0.507 | -- | -- | -- | 0.301 | 4.19 | -- | -- | -- | -- |
17.16 | 0.193 | 13 | 0.644 | -- | -0.572 | -- | -- | 0.372 | -- | 10.01 | 481 | -- | -- |
25.36 | 0.235 | 13 | -- | 0.3 | -0.901 | -- | -- | 0.29 | 20.6 | 7.808 | 736 | -- | -- |
32.65 | 0.267 | 13 | 0.614 | -- | -- | -- | -- | 0.314 | -- | -- | -- | -- | -- |
28.01 | 0.248 | 13 | -- | 0.519 | -- | -- | -- | 0.235 | 4.17 | -- | -- | -- | -- |
25.28 | 0.234 | 13 | -- | -- | -0.587 | -- | -- | 0.278 | -- | 8.385 | 493 | -- | -- |
42.59 | 0.305 | 13 | -- | -- | -- | -- | -- | 0.246 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 14.73 | radiation | 10 | 720 | < th | dose dependent | rect. | 14 | 18 |
2 | 14.73 | humidity | 70 | 90 | > th | dose dependent | rect. | 3 | 23 |
3 | 14.76 | humidity | 60 | 90 | > th | dose dependent | rect. | 13 | 23 |
5 | 14.80 | humidity | 60 | 90 | > th | dose dependent | rect. | 10 | 23 |
10 | 14.84 | radiation | 1 | 720 | > th | dose independent | rect. | 7 | 23 |
11 | 14.88 | humidity | 80 | 720 | > th | dose independent | rect. | 9 | 13 |
14 | 14.91 | humidity | 60 | 90 | > th | dose dependent | rect. | 15 | 23 |
16 | 14.91 | radiation | 1 | 720 | < th | dose dependent | rect. | 19 | 23 |
17 | 14.92 | radiation | 10 | 720 | < th | dose dependent | rect. | 5 | 17 |
18 | 14.92 | humidity | 50 | 720 | > th | dose dependent | rect. | 18 | 21 |
21 | 14.93 | radiation | 1 | 720 | < th | dose independent | rect. | 5 | 17 |
22 | 14.93 | humidity | 70 | 720 | > th | dose dependent | rect. | 9 | 13 |
26 | 14.93 | humidity | 60 | 90 | > th | dose dependent | rect. | 19 | 23 |
28 | 14.95 | radiation | 1 | 720 | < th | dose independent | rect. | 3 | 23 |
29 | 14.95 | humidity | 60 | 90 | > th | dose dependent | no | NA | NA |
40 | 14.97 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 23 |
42 | 14.98 | humidity | 50 | 720 | > th | dose dependent | rect. | 10 | 12 |
48 | 14.98 | radiation | 10 | 720 | < th | dose dependent | rect. | 10 | 22 |
78 | 15.03 | radiation | 1 | 720 | < th | dose dependent | rect. | 3 | 23 |
79 | 15.04 | radiation | 1 | 720 | < th | dose independent | rect. | 19 | 23 |
85 | 15.05 | humidity | 70 | 1440 | > th | dose independent | rect. | 10 | 5 |
86 | 15.05 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 11 |
95 | 15.06 | radiation | 10 | 720 | < th | dose dependent | sin | 13 | NA |
103 | 15.07 | humidity | 70 | 90 | > th | dose dependent | rect. | 5 | 18 |
119 | 15.09 | humidity | 80 | 1440 | < th | dose independent | rect. | 9 | 6 |
120 | 15.09 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 10 |
130 | 15.10 | humidity | 80 | 1440 | < th | dose independent | sin | 0 | NA |
131 | 15.10 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 8 |
132 | 15.10 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 12 |
142 | 15.11 | humidity | 70 | 90 | > th | dose dependent | rect. | 5 | 20 |
149 | 15.12 | humidity | 70 | 1440 | > th | dose dependent | rect. | 10 | 4 |
164 | 15.14 | radiation | 1 | 720 | > th | dose independent | sin | 0 | NA |
165 | 15.14 | radiation | 20 | 1440 | > th | dose independent | rect. | 9 | 5 |
180 | 15.15 | humidity | 80 | 1440 | > th | dose independent | sin | 23 | NA |
182 | 15.15 | radiation | 1 | 720 | < th | dose independent | sin | 23 | NA |
184 | 15.15 | radiation | 1 | 720 | < th | dose independent | rect. | 13 | 19 |
197 | 15.16 | radiation | 20 | 1440 | < th | dose independent | rect. | 13 | 1 |
199 | 15.16 | radiation | 1 | 720 | > th | dose independent | rect. | 7 | 12 |
215 | 15.16 | humidity | 50 | 720 | > th | dose dependent | rect. | 13 | 18 |
222 | 15.16 | radiation | 10 | 720 | < th | dose dependent | rect. | 14 | 22 |
236 | 15.18 | radiation | 1 | 720 | > th | dose independent | no | NA | NA |
241 | 15.18 | radiation | 1 | 720 | > th | dose independent | rect. | 5 | 14 |
256 | 15.18 | humidity | 80 | 720 | > th | dose independent | rect. | 3 | 19 |
309 | 15.19 | radiation | 20 | 1440 | > th | dose independent | rect. | 9 | 7 |
310 | 15.19 | humidity | 80 | 1440 | > th | dose independent | rect. | 8 | 10 |
327 | 15.20 | humidity | 80 | 1440 | < th | dose independent | rect. | 10 | 4 |
337 | 15.20 | radiation | 10 | 720 | < th | dose dependent | rect. | 14 | 9 |
365 | 15.21 | radiation | 20 | 270 | < th | dose dependent | rect. | 1 | 23 |
366 | 15.22 | radiation | 20 | 1440 | > th | dose independent | rect. | 13 | 1 |
382 | 15.22 | radiation | 1 | 720 | > th | dose independent | rect. | 16 | 18 |
387 | 15.22 | radiation | 1 | 720 | < th | dose dependent | sin | 23 | NA |
400 | 15.22 | humidity | 60 | 720 | > th | dose dependent | rect. | 13 | 23 |
405 | 15.23 | radiation | 1 | 720 | < th | dose independent | no | NA | NA |
446 | 15.24 | humidity | 70 | 1440 | > th | dose dependent | rect. | 9 | 6 |
463 | 15.25 | humidity | 70 | 1440 | > th | dose independent | rect. | 13 | 1 |
479 | 15.25 | humidity | 70 | 1440 | > th | dose dependent | rect. | 11 | 2 |
521 | 15.26 | humidity | 50 | 720 | > th | dose dependent | sin | 16 | NA |
541 | 15.27 | humidity | 70 | 1440 | < th | dose independent | rect. | 13 | 2 |
588 | 15.28 | radiation | 1 | 720 | < th | dose independent | rect. | 7 | 23 |
644 | 15.29 | radiation | 10 | 720 | < th | dose dependent | no | NA | NA |
645 | 15.29 | humidity | 60 | 720 | > th | dose dependent | rect. | 19 | 3 |
649 | 15.29 | humidity | 50 | 720 | > th | dose dependent | rect. | 13 | 9 |
675 | 15.30 | humidity | 90 | 270 | < th | dose independent | sin | 22 | NA |
693 | 15.30 | humidity | 70 | 720 | > th | dose dependent | sin | 20 | NA |
763 | 15.32 | radiation | 20 | 1440 | > th | dose independent | sin | 21 | NA |
857 | 15.34 | radiation | 1 | 720 | < th | dose independent | rect. | 14 | 8 |
907 | 15.34 | radiation | 1 | 270 | > th | dose dependent | rect. | 14 | 23 |
911 | 15.35 | radiation | 1 | 720 | < th | dose independent | sin | 13 | NA |
942 | 15.35 | radiation | 20 | 1440 | > th | dose independent | rect. | 15 | 23 |